Hawzen/plot.ipynb

## plot.ipynb
{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import datetime as dt\n",
    "import matplotlib.pyplot as plt\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "with open(\"data.txt\", \"r\", encoding=\"utf-8\") as file:\n",
    "    data = file.readlines()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "def isNewLine(line):\n",
    "    try:\n",
    "        if line[2] == line[5] == '/' and line[10:12] == \", \":\n",
    "            return True\n",
    "    except:\n",
    "        pass\n",
    "    return False"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "temp = []\n",
    "for line in data:\n",
    "    if isNewLine(line):\n",
    "        temp.append(line[:line.index(\"-\")])\n",
    "    else:\n",
    "        pass\n",
    "        #temp[-1] += f\" {line}\"\n",
    "data = temp"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "dates = pd.to_datetime(data, errors='coerce', format='%d/%m/%Y, %I:%M %p ')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "dates = dates[dates >= pd.Timestamp(2020, 9, 1)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 3000x2000 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "fig.dpi = 500\n",
    "ax.hist(dates, bins=100)\n",
    "ax.axvline(\"2020-12-8\", color='red', label=\"PA Deadline\")\n",
    "ax.axvline(\"2020-10-13\", color='orange', label=\"Midterm\")\n",
    "ax.axvline(\"2020-09-1\", color='green', label=\"Start\")\n",
    "ax.set_xticks([])\n",
    "\n",
    "plt.legend(loc=2, prop={'size': 6})\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}